Bachelor of Computer Application (BCA) in AI techniques and ML algorithms
From Code to Career: BCA Education at the Best Private University in Gujarat
Introduction to course
The Bachelor of Computer Applications (BCA) in AI Techniques and Machine Learning Algorithms at Dr. Subhash University is a future-focused, three-year undergraduate program that equips students with the foundational and advanced skills needed to excel in Artificial Intelligence and Machine Learning. This program blends computer science fundamentals with AI principles, deep learning, and algorithmic training to help students build smart systems and intelligent applications. Students gain hands-on experience with real-world AI tools and datasets, preparing them for dynamic careers in emerging tech industries.
Program objective
To develop strong programming skills in Python, Java, and data structures essential for AI/ML development.
To build a deep understanding of AI concepts such as neural networks, natural language processing (NLP), computer vision, and robotics.
To train students in machine learning algorithms including supervised, unsupervised, and reinforcement learning.
To provide practical exposure through labs, projects, internships, and AI-based software development.
To foster research-oriented and entrepreneurial mindsets in the field of intelligent systems.
Program outcome
Graduates of the BCA in AI Techniques and ML Algorithms program will be able to:
Design, develop, and deploy AI-powered applications across domains.
Apply machine learning algorithms to solve classification, prediction, and clustering problems.
Work with libraries and frameworks like TensorFlow, Keras, Scikit-learn, OpenCV, and PyTorch.
Analyze large datasets and automate decision-making using AI models.
Pursue careers as AI engineers, ML developers, data scientists, or continue with higher studies in AI/ML and data science.
Vision
To be a leading institute in Computer Application, fostering innovation,
creativity, ethics, and leadership to drive industrial growth and positive societal
change
Mission
- To offer cutting-edge computer science education through research
opportunities, innovative curricula, and experiential learning that prepare
students to excel in a rapidly evolving digital world. - To create an enriching learning environment that supports academic
growth, personal development, and professional readiness, while cultivating
critical thinking and leadership skills. - To empower students to solve complex technical problems through a
collaborative, multidisciplinary framework that fosters innovation and
teamwork. - To uphold the highest standards of integrity, ethics, and social
responsibility in all academic and administrative pursuits, fostering a
culture of transparency, accountability, and mutual respect.
Admission procedure
Eligibility:
- The student who has qualified HSC or equivalent examination in any stream from recognized board or body is eligible for admission in B.C.A. programme.
|
Board |
Category |
Theory Marks |
Theory + Practical Marks |
|---|---|---|---|
|
GSEB |
Open |
135 / 300 |
180 / 400 |
|
GSEB |
Reserve |
120 / 300 |
180 / 400 |
|
Other Boards |
Open |
108 / 240 |
135 / 300 |
|
Other Boards |
Reserve |
96 / 240 |
120 / 300 |
Admission Process:
- A candidate has to fill an online application form with all the necessary details in the due time declared by the university.
- After the last date of application, the University shall publish the merit lists of selected candidates. The candidate has to pay the necessary fees within prescribed time duration to confirm his/her seat.
- The merit for admission will be based on total obtained marks including that of practical marks in HSC or equivalent examination.
- If two or more candidates have acquired equal marks in HSC or equivalent examination, then marks of SSC examination will be considered.
- The candidate who has submitted necessary documents of authorized signatory in light of reservation is eligible to avail the benefit of reservation policies.
- The candidate who has qualified HSC or equivalent examination from the board other than GSHEB, has to obtain a provisional eligibility certificate and has to submit a copy of the same along with his/her application.
- Candidates have to submit the following documents with their application.
- SSC Mark sheet
- HSC Mark sheet
- Leaving Certificate
- Two passport size photographs
- Caste Certificate (if applicable)
- Non-creamy layer certificate (if applicable)
- EWS certificate (if applicable)
- Certificate for PH category (if applicable)
- Provisional Eligibility Certificate (if applicable)
- Other necessary documents suggested by the admission committee
- In case of any query, the decision of the admission committee will be considered as the final.
Curriculum
- Duration: 4 years
- Fees: Rs. 70,000
- Intake: 60
| GTU Code | Subject | Theory(Hrs) | Tutorial(Hrs) | Practical(Hrs) | Credits |
|---|---|---|---|---|---|
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| GTU Code | Subject | Theory(Hrs) | Tutorial(Hrs) | Practical(Hrs) | Credits |
|---|---|---|---|---|---|
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| GTU Code | Subject | Theory(Hrs) | Tutorial(Hrs) | Practical(Hrs) | Credits |
|---|---|---|---|---|---|
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| GTU Code | Subject | Theory(Hrs) | Tutorial(Hrs) | Practical(Hrs) | Credits |
|---|---|---|---|---|---|
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| GTU Code | Subject | Theory(Hrs) | Tutorial(Hrs) | Practical(Hrs) | Credits |
|---|---|---|---|---|---|
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| GTU Code | Subject | Theory(Hrs) | Tutorial(Hrs) | Practical(Hrs) | Credits |
|---|---|---|---|---|---|
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| GTU Code | Subject | Theory(Hrs) | Tutorial(Hrs) | Practical(Hrs) | Credits |
|---|---|---|---|---|---|
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| GTU Code | Subject | Theory(Hrs) | Tutorial(Hrs) | Practical(Hrs) | Credits |
|---|---|---|---|---|---|
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
| 3110000 | Lorem Ipsum | 0 | 0 | 0 | 0 |
Faculty
Labs and facilities
